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       "<script type=\"text/javascript\">window.PlotlyConfig = {MathJaxConfig: 'local'};</script><script type=\"text/javascript\">if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}</script><script>requirejs.config({paths: { 'plotly': ['https://cdn.plot.ly/plotly-latest.min']},});if(!window._Plotly) {require(['plotly'],function(plotly) {window._Plotly=plotly;});}</script>"
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       "<script type=\"text/javascript\">window.PlotlyConfig = {MathJaxConfig: 'local'};</script><script type=\"text/javascript\">if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}</script><script>requirejs.config({paths: { 'plotly': ['https://cdn.plot.ly/plotly-latest.min']},});if(!window._Plotly) {require(['plotly'],function(plotly) {window._Plotly=plotly;});}</script>"
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     "output_type": "display_data"
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   "source": [
    "import plotly\n",
    "import plotly.graph_objs as go\n",
    "import pandas as pd\n",
    "from datetime import datetime\n",
    "plotly.offline.init_notebook_mode(connected=True)"
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  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Simple Candlestick with Pandas"
   ]
  },
  {
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   "execution_count": 10,
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\"y0\": 0, \"y1\": 1, \"yref\": \"paper\"}], \"title\": \"The Great Recession\", \"xaxis\": {\"rangeslider\": {\"visible\": false}}, \"yaxis\": {\"title\": \"AAPL Stock\"}}, {\"showLink\": true, \"linkText\": \"Export to plot.ly\", \"plotlyServerURL\": \"https://plot.ly\"})});</script><script type=\"text/javascript\">window.addEventListener(\"resize\", function(){window._Plotly.Plots.resize(document.getElementById(\"9850a2cd-8897-4b84-924e-12e58ea4963b\"));});</script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df = pd.read_csv('https://raw.githubusercontent.com/plotly/datasets/master/finance-charts-apple.csv')\n",
    "trace = go.Ohlc(\n",
    "    x=df['Date'],\n",
    "    open=df['AAPL.Open'],\n",
    "    high=df['AAPL.High'],\n",
    "    low=df['AAPL.Low'],\n",
    "    close=df['AAPL.Close']\n",
    ")\n",
    "\n",
    "layout = go.Layout(\n",
    "    title = 'The Great Recession',\n",
    "    # X轴是否显示Rangeslider，默认为True\n",
    "    xaxis = dict(rangeslider = dict(visible=False)),\n",
    "    yaxis = dict(title='AAPL Stock'),\n",
    "    # 添加一条线\n",
    "    shapes = [{\n",
    "        'x0': '2016-12-09', 'x1': '2016-12-09',\n",
    "        'y0': 0, 'y1': 1, \n",
    "        'xref': 'x', 'yref': 'paper',\n",
    "        'line': {'color': 'rgb(30,30,30)', 'width': 1}\n",
    "    }],\n",
    "    annotations = [{\n",
    "        'x': '2016-12-09', 'y': 0.05, \n",
    "        'xref': 'x', 'yref': 'paper',\n",
    "        'showarrow': False, \n",
    "        'xanchor': 'left',\n",
    "        'text': 'Increase Period Begins'\n",
    "    }]\n",
    ")\n",
    "fig = go.Figure(data=[trace],layout=layout)\n",
    "plotly.offline.iplot(fig, filename='simple_candlestick')"
   ]
  }
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